Simulating ordinal data

Authors

Affiliation

Filippo Gambarota

Department of Developmental Psychology and Socialization, University of Padova

Gianmarco Altoè

This is the online supplementary material for the tutorial-paper Ordinal regression models made easy. A tutorial on parameter interpretation, data simulation, and power analysis.

In the next links there are useful materials and examples that extended what presented in the tutorial-paper.

• Useful resources: a collection of books, blog posts, R packages and more about ordinal data
• Ordinal notes: a miscellanea of code snippets and quick examples about ordinal regression models
• Location-scale models: a tutorial to fit, interpret and simulate location-scale cumulative link models.
• Simulating a GLM: a quick example on how to simulate data for a Generalized Linear Model (GLM).
• Mixed-effects models: a quick example on how to simulate data for a Generalized Linear Model (GLM).